Triple
T12237761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludza River |
E291643
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Ludza Municipality
Ludza Municipality is an administrative region in eastern Latvia known for its historic town of Ludza and its lakes and rivers, including the Ludza River.
|
E970867
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ludza Municipality | Statement: [Ludza River, flowsThrough, Ludza Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludza Municipality Context triple: [Ludza River, flowsThrough, Ludza Municipality]
-
A.
Valpaços Municipality
Valpaços Municipality is a local administrative region in northern Portugal known for its rural landscapes, wine and olive oil production, and traditional Trás-os-Montes culture.
-
B.
Kalnovik municipality
Kalnovik municipality is a small, rural administrative area in southeastern Bosnia and Herzegovina, located in a mountainous region of Republika Srpska.
-
C.
Mateare Municipality
Mateare Municipality is an administrative municipality located within Nicaragua’s Managua Department, known for its proximity to Lake Managua and the capital city.
-
D.
Gusinje municipality
Gusinje municipality is a local administrative area in northeastern Montenegro known for its dramatic mountain landscapes and proximity to the Prokletije (Accursed) Mountains.
-
E.
Municipality of Sevnica
The Municipality of Sevnica is a local self-governing administrative region in central Slovenia, known for its small towns, wine-growing hills, and as the birthplace of former U.S. First Lady Melania Trump.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ludza Municipality Triple: [Ludza River, flowsThrough, Ludza Municipality]
Generated description
Ludza Municipality is an administrative region in eastern Latvia known for its historic town of Ludza and its lakes and rivers, including the Ludza River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludza Municipality Target entity description: Ludza Municipality is an administrative region in eastern Latvia known for its historic town of Ludza and its lakes and rivers, including the Ludza River.
-
A.
Valpaços Municipality
Valpaços Municipality is a local administrative region in northern Portugal known for its rural landscapes, wine and olive oil production, and traditional Trás-os-Montes culture.
-
B.
Kalnovik municipality
Kalnovik municipality is a small, rural administrative area in southeastern Bosnia and Herzegovina, located in a mountainous region of Republika Srpska.
-
C.
Mateare Municipality
Mateare Municipality is an administrative municipality located within Nicaragua’s Managua Department, known for its proximity to Lake Managua and the capital city.
-
D.
Gusinje municipality
Gusinje municipality is a local administrative area in northeastern Montenegro known for its dramatic mountain landscapes and proximity to the Prokletije (Accursed) Mountains.
-
E.
Municipality of Sevnica
The Municipality of Sevnica is a local self-governing administrative region in central Slovenia, known for its small towns, wine-growing hills, and as the birthplace of former U.S. First Lady Melania Trump.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb45340819093365f8efdf85f75 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ab19a4c8190b4692d7ab0d02a12 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdd8d508190813178ff4c77afcf |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c67c680819087630d190d0a008f |
completed | May 2, 2026, 2:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.